A process-based approach to psychological diagnosis and treatment:The conceptual and treatment utility of an extended evolutionary meta model
Open accessAbstract
For half a century, the dominant paradigm in psychotherapy research has been to develop syndrome-specific treatment protocols for hypothesized but unproved latent disease entities, as defined by psychiatric nosological systems. While this approach provided a common language for mental health problems, it failed to achieve its ultimate goal of conceptual and treatment utility. Process-based therapy (PBT) offers an alternative approach to understanding and treating psychological problems, and promoting human prosperity. PBT targets empirically established biopsychosocial processes of change that researchers have shown are functionally important to long terms goals and outcomes. By building on concepts of known clinical utility, and organizing them into coherent theoretical models, an idiographic, functional-analytic approach to diagnosis is within our grasp. We argue that a multi-dimensional, multi-level extended evolutionary meta-model (EEMM) provides consilience and a common language for process-based diagnosis. The EEMM applies the evolutionary concepts of context-appropriate variation, selection, and retention to key biopsychosocial dimensions and levels related to human suffering, problems, and positive functioning. The EEMM is a meta-model of diagnostic and intervention approaches that can accommodate any set of evidence-based change processes, regardless of the specific therapy orientation. In a preliminary way, it offers an idiographic, functional analytic, and clinically useful alternative to contemporary psychiatric nosological systems.
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- Findingcitation
A recent review found 269 meta-analytic studies of CBT covering nearly every DSM category.
“A recent review of the literature identified 269 meta-analytic studies examining CBT for nearly every DSM category (Hofmann, Asnaani, Vonk, Sawyer, & Fang, 2012).”
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- Findingcitation
In the same period, use of psychological methods together with medications fell by one-third.
“Using psychological methods combined with medications also fell by one-third.”
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- Findingcitation
In non-human animals, there is clear evidence of very long-term and transgenerational changes in gene expression caused by programmed environmental and behavioral changes affecting epigenetic variables.
“The evidence for very long-term and even trans-generational changes in gene expression because of programmed changes in environment and behavior affecting epigenetic variables is clear in non-human animals.”
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Lack of treatment specificity is the rule rather than the exception in mental health treatment.
“With regard to treatment, lack of treatment specificity is the rule rather than the exception.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Kupfer, First, & Regier, 2002
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- Findingreasoning
Empirical clinical psychology did not answer Paul's question about which treatment works for which person under which circumstances.
“In the several decades that have followed this statement, we have learned an enormous amount about how to produce positive outcomes with specific methods, but empirical clinical psychology failed to answer Paul’s question.”
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- Findingcitation
People receiving care tend to lose interest in psychotherapy when given a diagnosis based on a latent disease model.
“recipients of care tend to become disinterested in undertaking psychotherapy when they are given a diagnosis based on a latent disease model (e.g., Zimmermann & Papa, 2019).”
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- Findingcitation
No laboratory marker has been found that is specific for any DSM-defined syndrome.
“Despite many proposed candidates, not one laboratory marker has been found to be specific in identifying any of the DSM-defined syndromes.”
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- Findingcitation
In North America from 1998 to 2007, the exclusive use of psychosocial methods for mental health problems dropped by half.
“In North America during just the ten years from 1998 to 2007, the sole use of psychosocial change methods for mental health problems fell by half.”
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- Findingcitation
Epidemiologic studies show high short-term diagnostic instability for many disorders.
“Furthermore, epidemiologic studies have shown a high degree of short-term diagnostic instability for many disorders.”
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- Findingcitation
Epialleles can remain stable across generations even when DNA variation is absent.
“Epialleles can be stable across generations even when DNA variation is absent (Johannes et al., 2009).”
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- Findingnone given
Treatment specificity is now the exception with psychoactive medications.
“treatment specificity is now the exception with psychoactive medications.”
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Some psychological processes the authors have studied appear to act as endophenotypes linking behavioral features to genetic influences on mental health.
“some of the psychological processes we have studied appear to function as endophenotypes that help link behavioral features to underlying genetic influences over mental health (Gloster et al., 2015).”
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- Findingcitation
Two months of meditation changes gene expression across about 7% of the genome through induced epigenetic changes largely linked to stress responsivity.
“just two months of meditation results in changes in gene expression over about 7% of the person’s genome via induced epigenetic changes largely in areas linked to stress responsivity (Dusek et al., 2008).”
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- Findingown data
The authors' own research suggests that brain imaging can predict treatment outcome.
“Our own research suggests that brain imaging can predict treatment outcome (Anteraper, Triantafyllou, Sawyer, Hofmann, Gabrieli, & Whitfield-Gabrieli, 2014; Doehrmann, Ghosh, Polli, Reynolds, Whitfield-Gabrieli, Hofmann, Pollack, & Gabrieli, 2013; Hofmann, 2013)”
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In humans, shorter-term epigenetic processes can be modified by psychological interventions.
“In humans, we also know that shorter-term epigenetic processes are modifiable by psychological interventions.”
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Catastrophic environmental events such as in utero starvation can have long-term and multigenerational effects.
“we know that catastrophic environmental events (e.g., starvation in utero) can have long term and multi-generational effects (Jablonka & Lamb, 2014).”
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- Findingcitation
CBT has generally medium to large effects on cognitive processes such as reappraisal, reframing, and restructuring.
“We found that CBT had generally medium to large effects on cognitive processes such as reappraisal, reframing, and restructuring.”
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- Premisenone given
Process-based therapy targets empirically established biopsychosocial change processes that are functionally important to long-term goals and outcomes.
“PBT targets empirically established biopsychosocial processes of change that researchers have shown are functionally important to long terms goals and outcomes.”
Quote in the paperNot a substantial claim - Interpretationreasoning
Adopting a syndromal focus imposed a high cost on psychosocial methods.
“While this research was progressive, adopting a syndromal focus came at a high cost for psychosocial methods.”
Quote in the paperSubstantial claim - Interpretationcitation
Treating DSM-IV entities as equivalent to diseases is more likely to obscure than to clarify research findings.
“reification of DSM-IV entities, to the point that they are considered to be equivalent to diseases, is more likely to obscure than to elucidate research findings”
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- Interpretationreasoning
Behavioral phenotypes that clearly involve genes are not necessarily genetic in the sense of a process of change.
“As a result, behavioral phenotypes that clearly involve genes are not necessarily genetic in a process of change sense.”
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Genetically established differences in appearance enter a complex network of social environmental influences.
“These genetically established differences in appearance enter a complex network of social environmental influences.”
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Any extended evolutionary synthesis for psychopathology and human prosperity must include epigenetics and the psychological events that affect epigenetics.
“Taken as a whole these facts suggest that not only epigenetics, but also the psychological events that impact epigenetics (such as learning processes, emotional process, and cognitive processes) need to be included in any extended evolutionary synthesis that will apply to psychopathology, human prosperity, and their modifications.”
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Combining Tinbergen's four questions with a multi-dimensional and multi-level evolutionary perspective allows construction of a science of intentional change.
“When we combine these questions with a multi-dimensional and multi-level evolutionary perspective, we can construct a science of intentional change from an extended evolutionary account (Wilson, Hayes, Biglan, & Embry, 2014a, 2014b).”
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- Premisecitation
Behavioral and mental attributes are as open to evolutionary analysis as physical and anatomical attributes.
“Behavioral and mental attributes are as subject to evolutionary analysis as are physical and anatomical ones.”
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An idiographic, functional-analytic diagnostic approach is attainable by using concepts of known clinical utility and organizing them into coherent theoretical models.
“By building on concepts of known clinical utility, and organizing them into coherent theoretical models, an idiographic, functional-analytic approach to diagnosis is within our grasp.”
Quote in the paperNot a substantial claim - Interpretationreasoning
The evidence-based wing of clinical psychology inadvertently helped conceal the syndromal failure by developing specific psychosocial interventions tested in randomized trials for DSM syndromes.
“In hindsight, the evidence-based wing of clinical psychology inadvertently helped cover over this failure by developing increasingly specific psychosocial interventions tested with well-crafted randomized trials that successful targeting DSM syndromes and sub-syndromes.”
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Ergodic conditions do not hold in biobehavioral areas, including psychopathology.
“These conditions exist (some ideal gases are ergodic for example: Volkovysskii & Sinai, 1971), but not in biobehavioral areas, including psychopathology.”
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- Interpretationcitation
The biomedicalization of human suffering has had several negative effects on world health.
“The biomedicalization of human suffering has had a variety of other negative effects on world health (Kohrt, Ottman, Panter-Brick, Konner, & Patel, 2020).”
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Even if all genes related to mind and behavior were identified, it would be mathematically inappropriate to assume that a genome can specify whether a particular individual will develop a psychological problem.
“even if we identify all genes related to mind and behavior, and the extent these genes generally interact with other dimensions and levels of selection, it is mathematically inappropriate to assume that a given genome can specify whether or not a specific individual will or will not develop a psychological problem.”
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There is broad agreement that DSM-5 categories have extremely limited clinical utility.
“There is now broad agreement that the clinical utility of DSM-5 categories is extremely limited (Maj, 2018)”
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- Premisereasoning
Behavior arises from diverse evolving dimensions and levels that include genes and many other processes.
“An analytic problem is that behavior results from a diverse set of evolving dimensions and levels that include not only genes, but also many other processes.”
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The behavior of collectives cannot be assumed to model the behavior of an individual element unless the material is ergodic.
“We cannot assume that the behavior of collectives (e.g., a volume of gas) models the behavior of an individual element (e.g., a molecule of gas) unless the material involved is “ergodic” and thus all elements are identical and are unaffected by change processes (for the original mathematical proof see Birkhoff, 1931).”
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- Premisecitation
When other life sciences have faced dead ends, they have generally returned to basics.
“When other areas of the life science have faced such dead ends they have generally gone back to basics.”
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When plant classification by topographical features reached a dead end, genetic similarity reorganized the field.
“When the ability to classify plants based on topographical features hit a dead end, genetic similarity emerged to successfully reorganize the field (Morton, 1981).”
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Population-based studies do not necessarily apply to individuals.
“Population-based studies do not necessarily apply to individuals.”
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When focusing on the forms and features of cancerous lesions failed, oncology stopped botanizing cancer and began studying genetic, epigenetic, and immune processes.
“When focusing on the forms and features of cancerous lesions failed to produce sufficient program oncology stopped “botanizing cancer,” and began studying the genetic, epigenetic, and immune system processes that explained cancerous cell growth (Croce, 2008).”
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- Premisecitation
Social and cultural responses of others, which are central to the psychological and behavioral impact of physical attractiveness, can be altered by non-genetic means such as plastic surgery or eye contacts.
“these social and cultural responses of others, that are central to the psychological and behavioral impact of physical attractiveness, can be manipulated by non-genetic means such as plastic surgery or eye contacts that provide cues known to relate to health, youth, and likely reproductive success (Hoffman, 2019).”
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- Interpretationreasoning
Preliminarily, the EEMM offers an idiographic, functional-analytic, and clinically useful alternative to current psychiatric nosological systems.
“In a preliminary way, it offers an idiographic, functional analytic, and clinically useful alternative to contemporary psychiatric nosological systems.”
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The strategy of using signs and symptoms to discover underlying causes and diseases has been unsuccessful in mental and behavioral health.
“The strategy is plausible, but in mental and behavioral health it has been unsuccessful.”
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Mental and behavioral health are areas where human progress is lacking.
“Instead of being a robust area of human improvement, mental and behavioral health stand out as areas where human progress is lacking (Hayes, 2019).”
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- Interpretationcitation
Given the long-term effects, side effects, and costs of medications, the trend toward medication-only treatment is difficult to defend empirically.
“When we consider the long-term effects, side effects, and costs of medications, these trends are difficult to defend empirically (Antonuccio, Thomas, & Danton, 1997; Ormel et al., 2020).”
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- Interpretationcitation
If psychological phenotypes are not ergodic, statistical techniques based on inter-individual variation cannot properly assess the contribution of given elements to phenotypic change.
“If psychological phenotypes are not ergodic, however, statistical techniques based on inter-individual variation cannot properly assess the contribution of given elements to phenotypic change (Molenaar, 2008).”
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- Premisecitation
After the human genome was mapped in 2003, the complexity of gene systems affecting behavioral phenotypes became obvious.
“after the successful mapping of the human genome in 2003, it became obvious how complex the gene systems are that impact behavioral phenotypes (Jablonka & Lamb, 2014).”
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- Premisecitation
The hope for a conceptual link between syndromes and underlying disease processes remains as distant as ever.
“the hope for conceptual linkage between syndromes and underlying disease processes remain as distant as ever.”
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What people perceive as attractive relates to cues for fitness and reproductive likelihood.
“what we perceive as attractive has to do with cues for fitness and reproductive likelihood (Hoffman, 2019).”
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- Premisenone given
A past barrier to using evolution in psychological intervention was evolutionary scientists' gene-centric focus, which reduced attention to other evolving dimensions and levels of selection.
“In the past, a major barrier to using evolution to inform psychological interventions was evolutionary scientists took a gene-centric approach that diminished attention to other evolving dimensions (e.g., cognition) and other levels of selection (e.g., the behavior of small groups).”
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A diagnosis cannot have treatment utility unless assessment systematically leads to differential treatment recommendations.
“It is not possible for a diagnosis to have treatment utility unless assessment leads systematically to differential treatment recommendations (Hayes, Nelson, & Jarrett, 1987)”
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- Interpretationreasoning
The conceptual importance of genetic dimensions of evolution cannot be understood until their interaction with other evolutionary dimensions is examined and modeled.
“we cannot understand the conceptual importance of the genetic dimensions of evolution until we examine and model its interaction with other evolutionary dimensions.”
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The era of protocols for syndromes weakened due to growing concern over both protocol-based intervention and syndrome-based diagnosis.
“Stated another way, the era of “protocols for syndromes” weakened with a growing concern both over the adequacy of protocol-based intervention and the adequacy of syndrome-based diagnosis.”
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Selection operates simultaneously at different levels of organization that are nested in an arc of organizational complexity.
“Finally, selection operates simultaneously at different levels of organization that are nested in an arc of organizational complexity.”
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RDoC emerged as an attempt to move psychiatry forward by turning toward more basic processes.
“the National Institute of Mental Health (NIMH) Research Domain Criteria (RDoC; Insel et al., 2010) initiative emerged as an attempt to move the field of psychiatry forward by turning in a more basic process direction.”
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If a patient's tendency to catastrophically interpret bodily sensations is not changed, discontinuing drug treatment should be associated with a high rate of relapse.
“However, if the patient’s tendency to interpret bodily sensations catastrophically is not changed, discontinuation of drug treatment should be associated with a high rate of relapse.”
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The 'groups all the way down' approach suggests that processes at any level of complexity are nested within those at other levels.
“This “groups all the way down” approach suggests that processes at any level of complexity are nested within those at other levels.”
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- Premisecitation
Panic patients who believed they had control over the amount of CO2 inhaled via an inoperative dial were less likely to panic than those who knew they had no control.
“Furthermore, panic patients who believed they had control over the amount of CO2 they inhaled by turning an inoperative dial were less likely to panic than individuals who knew that they had no control over it (Sanderson, Rapee, & Barlow, 1989).”
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The new NIMH director appears to follow a similar path, embracing an a priori commitment to a brain-based etiological model.
“The new director of NIMH appears to be choosing a similar path. While acknowledging the weaknesses of RDoC, Joshua Gordon has vigorously embraced a priori commitment to a brain-based etiological model, rather than pivoting toward a more empirically open approach.”
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- Interpretationcitation
To fully understand genetics, its role as part of a multi-dimensional and multi-level dynamical system must be understood.
“to fully understand genetics we need to understand its role as part of a multi-dimensional and multi-level dynamical system (Andrews, Maslej, Thomson, & Hollon, 2020).”
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- Premisecitation
The biological details of development are central to a broad understanding of how biopsychosocial change processes operate.
“The biological details of development are central to a broad understanding of how biopsychosocial processes of change operate (e.g., Horn, Carter, & Ellis, 2020).”
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- Interpretationreasoning
To fully understand brain responses, they must be examined partly as dependent variables influenced by environmental history and context, not only as independent variables causing disorder.
“to fully understand brain responses, we need to examine them in part as dependent variables (influenced by environmental history and context), not simply independent variables (causing disorder)”
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The original conceptualization of Panic Disorder was based on a medical disease model assuming distinct, mutually exclusive syndromes with an organic etiology and specific treatment indications.
“The original conceptualization of “Panic Disorder” was based on a medical disease model that assumed distinct and mutually exclusive syndromes with an organic etiology and specific treatment indications (Klein, 1964; Klein & Klein, 1989).”
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- cites Klein & Klein, 1989
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- Interpretationnone given
The ability to standardize and manualize panic disorder treatments as a syndrome reduced the need to link specific treatment components to individual functional analysis.
“A hidden problem was that the very fact that these ideas could be standardized and manualized to target panic disorder as a syndrome meant that there was little need to link specific treatment components to individual functional analysis.”
Quote in the paperSubstantial claim - Interpretationcitation
Pathogenic processes interfere with healthy variation.
“Being able to stay flexible is a key feature of “survival of the most evolvable” (Wagner & Draghi, 2010, p. 381), but pathogenic processes interfere with healthy variation.”
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- Interpretationcitation
In principle, RDoC opens the field to a complex network approach that offers a less restrictive and more sound foundation for an empirically based classification system.
“In principle, RDoC opens the field to a complex network approach that offers an alternative, less restrictive, and more sound theoretical foundation for an empirically-based classification system (Hofmann & Hayes, 2019a).”
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- Premisecitation
Despite defining mental disorder as multidimensional, NIMH and academic psychiatry have long placed brain, genes, and biology at the center.
“Despite the official definition of a mental disorder as a multidimensional construct, the NIMH and academic psychiatry have long put the brain, genes, and biology front and center.”
Quote in the paperSubstantial claim - Interpretationnone given
The shift toward concepts and protocols aligned with the latent disease model hindered the development of process-based approaches.
“The turn toward concepts and protocols that could be aligned with the latent disease model largely thwarted these promising process-based beginnings.”
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Psychopathology is characterized by rigidity over flexibility.
“Without variation, evolution is impossible, and it is not by accident that psychopathology is characterized by rigidity over flexibility.”
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Individual human beings are not just organisms, they are ecosystems.
“Indeed, individual human beings are not just organisms, they are ecosystems.”
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The bio-bias is reflected in the statement that mental illnesses are brain disorders.
“This “bio-bias” is reflected in the statement by the former director of NIMH that “mental illnesses are brain disorders” (Insel et al., 2010, p. 749).”
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- Interpretationcitation
Exploring the implications of a process-based approach will lead to more attention on the dynamic, idiographic, multi-dimensional, and multi-level nature of human functioning.
“As the implications of a process-based approach are explored, we argue that it will lead to more attention being placed on the dynamic, idiographic, multi-dimensional, and multi-level nature of human functioning (Hofmann & Hayes, 2019b).”
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- Premisecitation
The rise of successful intervention models focusing on the function of cognition and emotion (DBT, MBCT, ACT) reinvigorated concern over processes of change.
“The rapid rise of successful intervention models and methods that focused on the function of cognition and emotion (e.g., Dialectical Behavioral Therapy (DBT; Linehan, 1993); Mindfulness-Based Cognitive Therapy (MBCT; Segal, Williams, & Teasdale, 2001); Acceptance and Commitment Therapy (ACT; Hayes, Strosahl, & Wilson, 2012)), reinvigorated a concern over processes of change.”
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- cites Segal, Williams, & Teasdale, 2001
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- cites Hayes, Strosahl, & Wilson, 2012
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- Premisecitation
Humanistic therapy assumed that psychological problems came from a person's unique history and maladaptive adjustment strategies rather than from a latent disease process.
“Humanistic therapy (e.g., Rogers, 1951), for example, assumed that psychological problems resulted from the person’s unique history and maladaptive adjustment strategies, rather than from a latent disease process.”
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- Premisecitation
The role of alliance as a mediator is inconsistent in part because differential effects on the alliance due to treatment (the 'a path') are often not found.
“but its role as a mediator is inconsistent in part because differential effects on the alliance because of treatment (the “a path”) are often not found (e.g., Anderson, Spence, Donovan, March, Prosser, & Kenardy, 2012).”
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- Interpretationreasoning
Using the extended evolutionary meta-model's elements, applying them to the individual case, and searching for self-reinforcing links among maladaptive processes that select and maintain rigid, context-insensitive action patterns makes classical functional analysis steps more precise and more focused on intervention.
“We make the steps of classical functional analysis more precise and more intervention focused by considering the elements of the EEMM, applying them ideographically to the specific case, and looking for self-amplifying inter-relationships of maladaptive processes that select and retain rigid and context insensitive patterns of action.”
Quote in the paperSubstantial claim - Interpretationcitation
The EEMM is consistent with third wave forms of CBT such as ACT.
“The EEMM is similarly consistent with so-called “third wave” forms of CBT such as ACT.”
Quote in the paperNot a substantial claim- Rests on an assumption: The EEMM applies to virtually all known theory-based and empirically well-supported processes of treatment change.
- Interpretationreasoning
Selection and retention often involve the construction of positive feedback loops that go across dimensions or levels.
“It is worth noting the larger lesson of the acceptance and reappraisal examples we have just described, namely, that selection and retention often involve the construction of positive feedback loops that go across dimensions or levels.”
Quote in the paperSubstantial claim- Rests on an assumption: The dimensions and levels are highly interconnected.
- Premisecitation
There is clear evidence that better therapeutic relationship is associated with better outcomes.
“There is clear evidence that better therapeutic relationship is associated with better outcomes (Cameron, Rodgers, & Dagnan, 2018), but does it follow that therapeutic relationship is the key mechanism of change in all therapy?”
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- Interpretationreasoning
What matters is not so much the positive therapeutic relationship per se, but whether positive relationships instigate, model, and support processes of change.
“We would argue that what matters is not so much the positive therapeutic relationship per se, but whether positive relationships instigate, model, and support processes of change.”
Quote in the paperSubstantial claim - Interpretationreasoning
The frequency of process-based findings of this kind suggests that a process focus structured by the EEMM will not underemphasize biophysiological processes.
“The frequency of process-based findings of this kind suggests that a process focus structured by the EEMM will not under emphasize biophysiological processes.”
Quote in the paperSubstantial claim- Rests on an assumption: The EEMM applies to virtually all known theory-based and empirically well-supported processes of treatment change.
- Interpretationcitation
Processes of change point across levels of analysis.
“Importantly, processes of change point across levels of analysis.”
Quote in the paperSubstantial claim - Interpretationreasoning
The EEMM should not be thought of as a cellular model with specific processes fit in each cell.
“Thus, we should not think of the EEMM as a cellular model with specific processes fit in each cell.”
Quote in the paperSubstantial claim - Premisecitation
CBT appears to have small to large effects on behavioral strategies such as activity scheduling, exposure, and contingency management.
“CBT also appears to have small to large effects on behavioral strategies such as activity scheduling, exposure, and contingency management (Ale, McCarthy, Rothschild, & Whiteside, 2015; Chu & Harrison, 2007; Sánchez-Meca, Rosa-Alcázar, Marín-Martínez, & Gómez-Conesa, 2010).”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites Ale, McCarthy, Rothschild, & Whiteside, 2015
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- cites Chu & Harrison, 2007
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- cites Sánchez-Meca, Rosa-Alcázar, Marín-Martínez, & Gómez-Conesa, 2010 source
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- Interpretationcitation
This finding suggests that models of intervention will still matter in a process-based era because change processes sometimes respond differently to components and models that specifically target them.
“This finding suggests that models of intervention will still matter in a process-based era since change processes sometimes respond differently to components and models that specifically target them.”
Quote in the paperSubstantial claim - Interpretationcitation
The extended evolutionary meta-model can be applied to develop a new process-based functional analysis that, while building on classical functional analysis, overcomes its main limitations.
“We can use the EEMM to create a new form of process-based functional analysis (Hayes, Hofmann, & Stanton, in press) that builds on classical functional analysis (Haynes & O’Brien, 1990) but that solves its key problems (Hayes & Follette, 1992)”
Quote in the paperSubstantial claim0 of 3 sources checked- cites Hayes, Hofmann, & Stanton, in press
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- cites Haynes & O’Brien, 1990
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- cites Hayes & Follette, 1992
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- Premisecitation
Stockton et al. (2019) meta-analysis concluded there was mediational evidence for most of the psychological flexibility model underlying ACT.
“Stockton and colleagues (2019) subjected the more recent mediational studies in this area (since 2006) to their first meta-analysis, which concluded that there was mediational evidence for most of the psychological flexibility model underlying ACT.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Stockton et al., 2019 source
Not checked in the free run.
- Interpretationreasoning
A positive therapeutic relationship socially instigates, models, and supports key processes of change (e.g., acceptance, nonjudgment).
“Said in another way, a positive therapeutic relationship socially instigates, models, and supports key processes of change (e.g., acceptance, nonjudgment).”
Quote in the paperSubstantial claim
- May combine two claims. 35
- Classified as probably not a substantial claim. 42
May combine two claims.
FindingcitationMice with a removed learning gene, when exposed to an enriched environment, showed epigenetic changes that enhanced learning despite the genetic defect, and their offspring did too.
“when mice who had a gene that supports the ability to learn removed, and were then exposed to an enriched environment containing elevated social interactions, novel objects, and voluntary exercise, not only did they show epigenetic changes leading to an enhanced ability to learn despite their genetic defect, so too did their offspring (Arai, Li, Hartley, & Feig, 2009).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Arai, Li, Hartley, & Feig, 2009
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FindingcitationSelecting foxes for tameness over decades also produces floppy ears, showing that selection on juvenile behavioral traits can bring juvenile anatomical traits with it.
“several decades of breeding foxes to be more tame also results in the floppy ears that are often characteristic of domesticated animals -- it turns out that selecting for juvenile behavioral traits, such as tameness, brings juvenile anatomical traits along for the ride (Trut, 1999).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Trut, 1999 source
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FindingcitationEpidemiologic and clinical studies show very high comorbidity among DSM disorders, which undermines the idea that syndromes represent distinct etiologies.
“Epidemiologic and clinical studies have shown extremely high rates of comorbidities among the disorders, undermining the hypothesis that the syndromes represent distinct etiologies.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Kupfer, First, & Regier, 2002
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FindingcitationFull genomic analyses sometimes find cumulatively meaningful genetic risk factors, but these involve hundreds or thousands of alleles whose functions are often unknown.
“Studies with full genomic analyses of tens or even hundreds of thousands of participants sometimes identify cumulatively meaningful genetic risk factors, but they involve hundreds if not thousands of alleles, the specific functions of which are often not understood (Crespi, 2020; Cross-Disorder Group of the Psychiatric Genomics Consortium, 2013).”
Quote in the paperSubstantial claim0 of 2 sources checkedMay combine two claims.
FindingcitationEnvironmental events and accompanying psychological functions can cause epigenetic changes that alter gene expression and can produce long-term changes within an individual and sometimes across generations.
“Environmental events and their accompanying psychological functions can lead to epigenetic changes (e.g., methylation of cytosine; histone bundling) that alter gene expression, and can lead not just to long-term changes in traits within an individual, but sometimes to changes in later generations and eventually to genetic accommodation (Jablonka & Lamb, 2014).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Jablonka & Lamb, 2014
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Premisenone givenFor fifty years, psychotherapy research has mainly pursued syndrome-specific protocols for supposed latent disease entities defined by psychiatric nosology.
“For half a century, the dominant paradigm in psychotherapy research has been to develop syndrome-specific treatment protocols for hypothesized but unproved latent disease entities, as defined by psychiatric nosological systems.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationreasoningThe syndromal approach gave mental health a shared language but did not achieve conceptual or treatment utility.
“While this approach provided a common language for mental health problems, it failed to achieve its ultimate goal of conceptual and treatment utility.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S4 (based). May combine two claims.
Premisenone givenThere are already hundreds of processes of change, which overwhelms practitioners who might apply them.
“There are already hundreds of such processes, overwhelming any practitioner who may be interested in applying them.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningProcesses of change by themselves cannot produce a coherent diagnostic system; they must be organized.
“Processes of change alone cannot lead to a coherent diagnostic system: they must be organized.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable), S4 (based).
InterpretationreasoningA multi-dimensional, multi-level extended evolutionary meta-model provides consilience and a shared language for process-based diagnosis.
“We argue that a multi-dimensional, multi-level extended evolutionary meta-model (EEMM) provides consilience and a common language for process-based diagnosis.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S4 (based).
Premisenone givenA syndromal model has driven psychiatric nosology for fifty years.
“For half a century, a syndromal model has driven psychiatric nosology.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S4 (based).
Premisenone givenThe EEMM applies evolutionary concepts of context-appropriate variation, selection, and retention to biopsychosocial dimensions and levels tied to suffering, problems, and positive functioning.
“The EEMM applies the evolutionary concepts of context-appropriate variation, selection, and retention to key biopsychosocial dimensions and levels related to human suffering, problems, and positive functioning.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S4 (based).
Interpretationnone givenThe EEMM is a meta-model for diagnosis and intervention that can include any evidence-based change processes regardless of therapy orientation.
“The EEMM is a meta-model of diagnostic and intervention approaches that can accommodate any set of evidence-based change processes, regardless of the specific therapy orientation.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Premisenone givenEvolutionary principles are the most widely used concepts for understanding how complex systems develop in the life sciences.
“Evolutionary principles are the most widely used concepts when seeking to understand how complex systems. develop in the life sciences.”
Quote in the paperNot a substantial claimMay combine two claims.
PremisereasoningHundreds of studies on mediators of clinical outcomes now exist, making them a strategic starting point for a diagnostic system.
“Yet, we can begin a diagnostic system with known mediators of importance because, unlike forty years ago when syndromal diagnosis first captured the field, hundreds of studies now exist on the mediators of clinical outcomes.”
Quote in the paperSubstantial claimMay combine two claims.
InterpretationreasoningThe hope that behavioral genetics would quickly identify specific psychiatric diseases has been replaced by relative certainty that it will not, leading to a refocus on psychological phenotypes.
“The hope that behavioral genetics would rapidly lead to the identification of specific psychiatric diseases has been replaced by the relative certainty that this will not happen, leading to a healthy refocusing of the field toward aspects of psychological phenotypes rather than “disorders” per se.”
Quote in the paperSubstantial claimMay combine two claims.
PremisecitationPhysical attractiveness is one of the most powerful demographic variables known to science and is substantially genetic.
“Physical attractiveness is one of the most powerful demographic variables known to science (Langlois et al., 2000), and it is substantially genetic (Gangestad & Scheyd, 2005).”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Langlois et al., 2000 source
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- cites Gangestad & Scheyd, 2005
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InterpretationreasoningThe failure to answer Paul's question is unsurprising because the field turned toward an alliance between syndromal academic psychiatry and intervention science, focusing on protocols for diagnostic entities in randomized trials.
“This failure is not surprising because the field’s attention was soon directed elsewhere. As an alliance formed between a syndromal approach in academic psychiatry and the intervention science of empirical clinical psychology, research increasingly focused on the impact of treatment protocols on the signs and symptoms of diagnostic entities as examined in randomized controlled trials.”
Quote in the paperSubstantial claimMay combine two claims.
PremisecitationMediators often have bidirectional and complex relationships that vary across individuals.
“Mediators often form bi-directional and complex relationships that differ between individuals (Hofmann, Curtiss, & Hayes, 2020).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Hofmann, Curtiss, & Hayes, 2020 source
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Interpretationnone givenContext is key to diagnosis and treatment because no psychological attribute is always useful.
“Context is key to diagnosis and treatment because no psychological attribute is always useful.”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationA field-wide consensus began to build for more clarity about philosophical assumptions, greater understanding of processes of change, increased focus on fitting interventions to individuals, and greater emphasis on competency in delivering helpful intervention kernels rather than trademark protocols.
“A field-wide consensus began to build (Klepac et al., 2012) for more clarity about philosophical assumptions; greater understanding of processes of change (Kazdin, 2007); an increased focus on fitting intervention methods to the needs of individuals (Ng & Weisz, 2016); and a greater emphasis on competency in delivering a wide variety of helpful inventions kernels (Weisz, Ugueto, Herren, Afienko, &”
Quote in the paperNot a substantial claim0 of 3 sources checkedClassified as probably not a substantial claim.
InterpretationcitationEven as the field moved toward processes of change, an overarching theory was needed to avoid a cacophony of constructs.
“Even as the field moved toward processes of change, however, it was clear that an overarching theory would be needed to avoid a cacophony of constructs (Goldfried, 2009).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Goldfried, 2009 source
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InterpretationreasoningThe six psychological dimensions are not discrete or an ultimate irreducible set, but they capture the dimensions most commonly emphasized and measured in clinical models.
“We are not arguing that these psychological dimensions are discrete, or form an ultimate, irreducible set; but that they capture the dimensions most commonly emphasized and measured in clinical models.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S4 (based).
Interpretationnone givenMaladaptation occurs because of problems in any of the variation, selection, or retention systems.
“Maladaptation occurs because of problems in any of these systems.”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationnone givenThis possibility has been hindered by RDoC's reductionistic and biocentric application, its continued search for latent diseases, and its treatment of change processes as ergodic.
“But this possibility has beebn hindered by RDoC’s reductionistic, biocentric application, by the continued search for latent diseases, and by the treatment of change processes as ergodic phenomena.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable), S4 (based).
Interpretationnone givenProcesses of variation, selection, retention, and context apply to all inheritance streams or dimensions.
“These processes of variation, selection, retention and context apply to all inheritance streams or dimensions.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationcitationThe psychological level is nested with the sociocultural level of group behavior and cultural practices, and the psychological level contains a genetic/physiological level and other life forms.
“The psychological level is thus nested with the sociocultural level of group behavior and cultural practices (Wilson & Coan, 2020), but the psychological level in turn contains a genetic/physiological level -- genes, epigenes, brain circuits, organ systems, and so on -- and the other life forms contained within.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Wilson & Coan, 2020
Not checked in the free run.
Probably not a substantial claim: may not pass S4 (based).
Premisenone givenMental health funding agencies are challenging researchers to identify functionally important processes of pathology and change.
“Instead, researchers are being challenged by mental health funding agencies to identify functionally important processes of pathology and change.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
PremisereasoningRDoC called for exploring different units of analysis across multiple levels to identify processes that might lead to psychopathology.
“RDoC called for researchers to explore different units of analysis (e.g., positive and negative motivational systems) across various levels of analysis (e.g., molecular, brain circuit, behavioral, cultural, and symptom level) to identify processes that might lead to psychopathology.”
Quote in the paperSubstantial claimMay combine two claims.
InterpretationreasoningContext determines selection pressures over particular phenotypes, and becomes a focus of conscious attention when the goal is intentional evolutionary change.
“It is context that determines selection pressures over particular phenotypes, but it becomes a particular focus of conscious attention when the goal is intentional evolutionary change.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing), S4 (based). May combine two claims.
Interpretationnone givenRetention is key to any prosocial change, and psychotherapy addresses retention through maintenance at follow-up, homework, reinforcement of skill practice, and development of health habits.
“Retention is key to any prosocial change, and psychotherapy is used to these issues in the form of maintenance at follow up, the use of homework, the reinforcement of skill practice, or the development of health habits.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
Interpretationnone givenThe qualitative research approach lacked the experimental methods needed to produce a systematic, replicable, proven classification and intervention system with known treatment utility.
“What was missing from this more qualitative research approach were the experimental methods needed to produce a systematic, replicable, and proven classification and intervention system with known treatment utility.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationClark's cognitive model conceptualized panic attacks as a consequence of catastrophic misinterpretation of bodily sensations such as palpitations and breathlessness.
“Clark’s (1986) model conceptualized panic attacks as a consequence of the catastrophic misinterpretation of certain bodily sensations, such as palpitations and breathlessness.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Clark, 1986 source
Not checked in the free run.
Probably not a substantial claim: may not pass S3 (load-bearing), S4 (based).
Premisenone givenAcademic psychiatry no longer believes that spending additional billions on protocols for DSM syndromes will be scientifically or clinically progressive.
“Academic psychiatry no longer believes that additional billions spent on “protocols for DSM syndromes” will be scientifically or clinically progressive.”
Quote in the paperNot a substantial claimMay combine two claims.
InterpretationcitationTaken together, the concepts discussed combine to form an extended evolutionary meta-model (EEMM) that can in principle draw process-based work under a single umbrella, providing a functional diagnostic system.
“Taken together, the concepts we have been discussing combine to form an extended evolutionary meta-model (EEMM) -- that can in principle draw process-based work under a single umbrella, providing a kind of functional diagnostic system (Hayes et al., 2019; Hayes, Hofmann, & Ciarrochi, in press).”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Hayes et al., 2019
Not checked in the free run.
- cites Hayes, Hofmann, & Ciarrochi, in press
Not checked in the free run.
- Rests on an assumption: The EEMM applies to virtually all known theory-based and empirically well-supported processes of treatment change.
May combine two claims.
Premisenone givenRDoC shared with DSM the strong theoretical assumption that latent diseases cause psychological problems and would be identified through research.
“it shared with the DSM the strong theoretical assumption that latent diseases cause psychological problems, and that we would identify these “diseases” through research focused on nonthetic collections.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationBehavior therapists incorporated social learning and neo-behavioral associative learning into Skinnerian operant principles to better understand human functioning.
“Behavior therapists soon added ideas drawn from social learning or neo-behavioral associative learning to Skinnerian operant principles in an attempt to understand human functioning (Bandura, 1969; Eysenck, 1961; Wolpe, 1958).”
Quote in the paperNot a substantial claim0 of 3 sources checked- cites Bandura, 1969
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- cites Eysenck, 1961
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- cites Wolpe, 1958
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PremisecitationEarly CBT focused on maladaptive cognitions as contributors to emotional distress and behavioral problems.
“As a cognitive approach such as was as pioneered by Beck (1970) and Ellis (1962) strengthened, early forms of cognitive behavior therapy (CBT) emerged in which practitioners focused on maladaptive cognitions as contributors to emotional distress and behavioral problems.”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Beck, 1970 source
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- cites Ellis, 1962
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PremisecitationAn extended evolutionary approach applies the key concepts of variation, selection, and retention, in context, focused on relevant dimensions and levels.
“We have argued (Hayes, Hofmann, & Wilson, 2020) that an extended evolutionary approach is one that applies the key concepts of variation, selection, and retention, in context, focused on the relevant dimensions and levels.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Hayes, Hofmann, & Wilson, 2020
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PremisecitationRDoC has limited clinical utility and is intended mainly to advance future research, not yet to guide clinical decisions.
“As is acknowledged by the authors and administrators of the initiative, RDoC has limited clinical utility -- it is primarily intended to advance future research, but is not yet intended as a guide for clinical decision making (Cuthbert & Kozak, 2013; Vaidyanathan et al., in press).”
Quote in the paperNot a substantial claim0 of 2 sources checked- cites Cuthbert & Kozak, 2013
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- cites Vaidyanathan et al., in press
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PremisecitationThe cognitive model of panic does not rule out biological factors; biological variables may contribute by triggering benign bodily fluctuations or intensifying fearful bodily sensations.
“The model does not rule out any biological factors in panic. Instead, it is assumed that biological variables may contribute to an attack by triggering benign bodily fluctuations or intensifying fearful bodily sensations.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Clark, 1986 source
Not checked in the free run.
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PremisecitationPanic patients informed about the effects of CO2 inhalation reported less anxiety and fewer catastrophic thoughts than uninformed individuals.
“For example, panic patients who were informed about the effects of CO2 inhalation reported less anxiety and fewer catastrophic thoughts than uninformed individuals (Rapee, Mattick, & Murrell, 1986).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Rapee, Mattick, & Murrell, 1986 source
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InterpretationreasoningRDoC was a step beyond syndromal classification but lacked a comprehensive integrative model and artificially narrowed focus to biological dimensions.
“This was a step forward from syndromal classification, but the RDoC initiative provided no comprehensive model within which to integrate this information and artificially constrained focus to biological dimensions.”
Quote in the paperSubstantial claimClassified as probably not a substantial claim.
PremisecitationPrevious work identified six dimensions of importance at the psychological level: affect, cognition, attention, motivation, self, and overt behavior.
“In previous work (Hayes et al., 2019), we have identified six dimensions of importance at the psychological level: affect, cognition, attention, motivation, self, and overt behavior (See Figure 1).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Hayes et al., 2019
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Premisenone givenInsel resigned as NIMH director, and NIMH's continued commitment to RDoC is highly uncertain.
“Insel eventually resigned as director from NIMH and the continued commitment of NIMH to RDoC is highly uncertain.”
Quote in the paperNot a substantial claimMay combine two claims.
Interpretationnone givenEarly behavioral approaches used functional analysis from direct contingency principles, but the set of processes they identified was too small to account for human cognition.
“Behaviorists targeted psychological problems based on functional analysis drawn from direct contingency principles. The problem was that these processes formed too small of a set.”
Quote in the paperSubstantial claimProbably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningThe long era of protocols for syndromes, trademarked therapies, and insular schools is ending and being replaced by a more process-based era.
“It suggests that the decades-long era of protocols for syndromes, trademarked therapies, and insular schools of thought is ending, to be replaced by a more process-based era.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationMaslow emphasized an idiographic and process-based approach.
“Maslow (1962) emphasized an idiographic and process-based approach, saying “I must approach a person as an individual unique and peculiar, the sole member of his class” (p. 10).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Maslow, 1962
Not checked in the free run.
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InterpretationreasoningAny adequate model of change processes should lead to forms of functional analysis that allow practitioners to select treatment elements that will produce better outcomes for individual clients.
“Said in another way, any adequate model of change processes should lead to forms of functional analysis that allow practitioners to select treatment elements that will produce better outcomes for individual clients.”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationResearch using multiple mediator models to explain outcomes of RCTs of ACT shows that psychological flexibility not only mediates outcomes, it statistically eliminates the functional role of the therapeutic relationship in mediating outcomes.
“Research using multiple mediator models to explain outcomes of randomized controlled trials of ACT shows that psychological flexibility not only mediates outcomes, it statistically eliminates the functional role of the therapeutic relationship in mediating outcomes (e.g., Gifford et al., 2011; Walser, Karlin, Trockel, Mazina, & Taylor, 2013).”
Quote in the paperSubstantial claim0 of 2 sources checkedProbably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningModels need philosophical clarity because mixing underlying assumptions incoherently results in analytic confusion and wasted research energy.
“The models need philosophical clarity because if a model mixes its underlying assumptions incoherently, analytic confusion and wasted research energy will result.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable), S4 (based).
Interpretationnone givenThe EEMM provides a systematic framework to consider the potential contribution of any of these dimensions and levels to the particular problem space of an individual.
“The EEMM provides a systematic framework to consider the potential contribution of any of these dimensions and levels to the particular problem space of an individual.”
Quote in the paperNot a substantial claim- Rests on an assumption: The EEMM applies to virtually all known theory-based and empirically well-supported processes of treatment change.
- Rests on an assumption: Any aspect of human suffering can be identified and coded in the EEMM.
- Rests on an assumption: The six psychological dimensions are reasonably comprehensive at the psychological level.
- Rests on an assumption: The dimensions and levels are highly interconnected.
Probably not a substantial claim: may not pass S2 (checkable). May combine two claims.
InterpretationreasoningConcepts within a model are vitalized by consistent connections to other concepts within the model, and unclear or inconsistent assumptions will undermine those connections.
“Concepts within a model are vitalized by their consistent connections to other concepts within the model, and unclear or inconsistent assumptions will undermine those connections.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
InterpretationreasoningThe extended evolutionary meta-model provides a meta-theory for intervention-relevant functional analytic models, grounded in evolutionary science, that connects analysis directly to psychological intervention.
“It offers a meta-theory of intervention relevant functional analytic models, rooted in evolutionary science, that directly link analysis to psychological intervention,.”
Quote in the paperSubstantial claimMay combine two claims.
InterpretationcitationACT outcomes are consistently mediated by the six primary aspects of psychological flexibility, which line up with the six psychological dimensions of the EEMM.
“ACT outcomes are consistently mediated by the six primary aspects of psychological flexibility, which line up with the six psychological dimensions of the EEMM.”
Quote in the paperSubstantial claim- Rests on an assumption: The EEMM applies to virtually all known theory-based and empirically well-supported processes of treatment change.
Probably not a substantial claim: may not pass S3 (load-bearing).
PremisecitationCorrelational meta-analytic research suggests that therapeutic alliance has small to moderate associations with therapy outcome.
“Correlational meta-analytic research suggests that alliance has small to moderate associations with therapy outcome (Flückiger, Del Re, Wampold, Symonds, & Horvath, 2012), but its”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Flückiger, Del Re, Wampold, Symonds, & Horvath, 2012 source
Not checked in the free run.
Probably not a substantial claim: may not pass S4 (based).
InterpretationreasoningFilling the extended evolutionary meta-model with the change processes proposed by a particular model reduces all of those limitations.
“By populating the EEMM with the processes of change suggested by a specific model, we ameliorate all of these problems.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable), S4 (based).
InterpretationreasoningEvolutionary science will be the foundation of clinical science in the future.
“Evolutionary science is the foundation of the clinical science of the future.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable).
InterpretationreasoningIt is necessary to simplify the list of change processes by theory and evidence.
“It is necessary to simplify the list, by theory and evidence. That is what models do.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S4 (based). May combine two claims.
InterpretationreasoningIf this idea is correct, therapeutic relationship will be a powerful predictor not because it is the only important mechanism of change, but because it subsumes many other mechanisms of change.
“If this idea is correct, then therapeutic relationship will be a powerful predictor not because it is the only important mechanism of change, but because it subsumes so many other mechanisms of change.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S2 (checkable), S4 (based).
Interpretationnone givenClinical science has matured enough to adopt evolutionary science principles as its overarching framework.
“The field of clinical science has reached the maturity to embrace evolutionary science principles as its overarching framework.”
Quote in the paperNot a substantial claimProbably not a substantial claim: may not pass S4 (based).
Interpretationnone givenThe articles in this special issue demonstrate that evolutionary science principles can supply the consilience required to address highly diverse clinical science questions while preserving useful connections between those questions and the evidence-based answers they produce.
“The articles in this special issue show that these principles can provide the consilience needed to take on extremely diverse clinical science questions, while maintaining helpful linkages between these questions and the evidence-based answers they generate.”
Quote in the paperNot a substantial claimClassified as probably not a substantial claim.
InterpretationcitationA process-based approach is not just another name for eclecticism because it is necessary to organize processes of change into models that guide their selection and application.
“A process-based approach to clinical practice is not just another name for eclecticism because it is necessary to organize processes of change into models that guide their selection and application (Hayes, Hofmann, & Ciarrochi, 2020).”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Hayes, Hofmann, & Ciarrochi, 2020
Not checked in the free run.
- Rests on an assumption: A process-based approach is emerging.
Classified as probably not a substantial claim. May combine two claims.
PremisecitationThese other processes do not consistently mediate ACT outcomes, and the authors concluded that processes of change in ACT are predominantly linked to components of the psychological flexibility model.
“These other processes do not consistently mediate ACT outcomes and thus the authors concluded that “processes of change in ACT are predominantly linked to the various components of the psychological flexibility model.””
Quote in the paperSubstantial claim0 of 1 sources checked- cites Stockton et al., 2019 source
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Probably not a substantial claim: may not pass S2 (checkable). May combine two claims.
PremisecitationViable models of change need to have clear philosophical assumptions; be comprehensive, coherent, and functional; and apply to many, if not most, clients.
“In Hayes, Hofmann, and Ciarrochi (in press) we describe three central features of viable models of change: they need to have clear philosophical assumptions; be comprehensive, coherent, and functional; and apply to many, if not most, clients.”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Hayes, Hofmann, & Ciarrochi, in press
Not checked in the free run.
Probably not a substantial claim: may not pass S2 (checkable), S4 (based).
Interpretationnone givenThe model must produce positive results across a broad range of clients.
“Finally, the model must produce positive results across a broad range of clients.”
Quote in the paperNot a substantial claimMay combine two claims.
PremisecitationClassical functional analysis has three key limitations: it overuses a narrow set of direct contingency principles, cannot specify a reasonably limited set of assessment targets in advance, and has a weak connection to intervention recommendations.
“such as the overuse of a limited set of direct contingency principles, the inability to define a reasonably limited set of assessment targets a priori, and the weak link to intervention recommendations.”
Quote in the paperSubstantial claim0 of 1 sources checked- cites Hayes & Follette, 1992
Not checked in the free run.
Probably not a substantial claim: may not pass S2 (checkable).
InterpretationcitationModels themselves need to be shown to have both conceptual and treatment utility.
“Models themselves need to be shown to have both conceptual and treatment utility (Hayes, Nelson, & Jarrett, 1987).”
Quote in the paperNot a substantial claim0 of 1 sources checked- cites Hayes, Nelson, & Jarrett, 1987 source
Not checked in the free run.
Probably not a substantial claim: may not pass S2 (checkable), S4 (based).
Interpretationnone givenThe dimensions and levels are likely to form complex networks for any individual client.
“Rather, the dimensions and levels are likely to form complex networks for any individual client.”
Quote in the paperNot a substantial claim- Rests on an assumption: The dimensions and levels are highly interconnected.
May combine two claims.
InterpretationreasoningA strong therapeutic relationship may model, instigate, and support important processes of change, and clients most benefit when they internalize those messages.
“In other words, a strong therapeutic relationship may model, instigate, and support important processes of change and clients most benefit when they internalize those messages.”
Quote in the paperSubstantial claim
The paper relies on this without support.
The EEMM applies to virtually all known theory-based and empirically well-supported processes of treatment change.
“We believe that the EEMM applies to virtually all known theory-based and empirically well-supported processes of treatment change.”
The paper relies on this without support.
Any aspect of human suffering can be identified and coded in the EEMM.
“Some examples will be clearer than others, but we believe that any aspect of human suffering can be identified and coded in the EEMM.”
The paper relies on this without support.
The six psychological dimensions are reasonably comprehensive at the psychological level.
“Although we do not claim that this is the final list of dimensions, we believe that it is reasonably comprehensive at the psychological level.”
The paper relies on this without support.
The dimensions and levels are highly interconnected.
“The dimensions and levels are highly interconnected and many of the treatment techniques target a multitude of systems and levels.”
The paper relies on this without support.
The era of protocols for syndromes has ended.
“We believe that the era of protocols for syndromes has ended.”
The paper relies on this without support.
A process-based approach is emerging.
“Instead, a process-based approach is emerging.”
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The authors have already proposed a system for systematizing findings based on an extended evolutionary account.
“Indeed, we have already proposed such a system based on an extended evolutionary account 123 .”
From “Third-wave” cognitive and behavioral therapies and the emergence of a process-based approach to intervention in psychiatry (2021) · cites this paper as [123]
Third wave interventions achieve tailoring by exploring the function of problematic behavior whilst taking context into account, with the aim to alleviate suffering and encourage valued living.
“Third wave interventions achieve this by exploring the function of problematic behavior whilst taking context into account, with the aim to alleviate suffering and encourage valued living [36].”
From Examining cognitive behavioral therapy interventions for unaccompanied minors: a systematic review and qualitative research synthesis. (2025) · cites this paper as [36]
Process-based therapy adopts an idiographic perspective where treatment models should have explicit philosophical assumptions, be theoretically coherent and enable clinicians to select components to target established, evidence-based, and modifiable change processes tailored to specific individuals.
“Process-based therapy adopts an idiographic perspective where treatment models should have explicit philosophical assumptions, be theoretically coherent and enable clinicians to select components to target established, evidence-based, and modifiable change processes tailored to specific individuals [122].”
From Psychological Treatment of Exhaustion Due to Persistent Non-Traumatic Stress: A Scoping Review. (2024) · cites this paper as [122]
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Evolution, epigenetics and cooperation
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The Relationship Between State Mindfulness and Working Alliance Among Counselors‐in‐Training
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Evolutionary and genetic insights for clinical psychology
Crespi, B. J. (2020) · Clinical Psychology Review · doi:10.1016/j.cpr.2020.101857 · Cited by 18 · see citing works
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Groups as organisms: Implications for therapy and training
Wilson, D. S., & Coan, J. A. (2021) · Clinical Psychology Review · doi:10.1016/j.cpr.2021.101987 · Cited by 16 · see citing works
Collaborating on evolving the future
Wilson, D. S., Hayes, S. C., Biglan, A., & Embry, D. D. (2014) · Behavioral and Brain Sciences · doi:10.1017/s0140525x14000016 · Cited by 12 · see citing works
Self-citationTherapeutic change processes link and clarify targets and outcomes
Hofmann, S. G., & Hayes, S. C. (2019) · World Psychiatry · doi:10.1002/wps.20664 · Cited by 8 · see citing works
Self-citationCan fMRI be used to predict the course of treatment for social anxiety disorder?
Hofmann, S. G. (2013) · Expert Review of Neurotherapeutics · doi:10.1586/ern.12.152 · Cited by 7 · see citing works
Self-citationNIMH Director Describes What’s Next for Institute
Zagorski, N. (2017) · Psychiatric News · doi:10.1176/appi.pn.2017.7a22 · Cited by 1 · see citing works
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- Horn, 2020, The programming of individual differences in oxytocin and vasopressin through variations in early-life stress: An adaptive calibration approach, Clinical Psychology Review.
- Rogers, 2017, Star neuroscientist Tom Insel leaves the google-spawned verily for …a startup? Wired, Science
- Vaidyanathan, U., Morris, S., Wagner, A., Sherrill, J., Sommers, D., Garvey, M., Murphy, E., & Cuthbert, B. (in press). The NIMH Research Domain Criteria project: A decade of behavior and brain integration for translational research. Chapter to appear in S. G. Hofmann & S. C. Hayes (Eds.). Beyond the DSM: A process-based approach. Oakland, CA: Context Press/New Harbinger Publications.
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Hayes, S. C., & Hofmann, S. G. (2021) · World Psychiatry · doi:10.1002/wps.20884 · Cited by 260 · see citing works
Self-citationHayes, S. C., Ciarrochi, J., Hofmann, S. G., Chin, F., & Sahdra, B. (2022) · Behaviour Research and Therapy · doi:10.1016/j.brat.2022.104155 · Cited by 234 · see citing works
Self-citationHayes, S. C., Merwin, R. M., McHugh, L., Sandoz, E. K., A-Tjak, J. G. L., Ruiz, F. J., Barnes-Holmes, D., Bricker, J. B., Ciarrochi, J., Dixon, M. R., et al. (2021) · Journal of Contextual Behavioral Science · doi:10.1016/j.jcbs.2021.03.007 · Cited by 136 · see citing works
Self-citationDomhardt, M., Steubl, L., Boettcher, J., Buntrock, C., Karyotaki, E., Ebert, D. D., Cuijpers, P., & Baumeister, H. (2021) · Clinical Psychology Review · doi:10.1016/j.cpr.2020.101953 · Cited by 106 · see citing works
Serrat, M., Sanabria‐Mazo, J. P., Almirall, M., Musté, M., Feliu‐Soler, A., Méndez-Ulrich, J. L., Sanz, A., & Luciano, J. V. (2021) · Physical Therapy · doi:10.1093/ptj/pzab200 · Cited by 114 · see citing works
Hirjak, D., Rogers, J. P., Wolf, R. C., Kubera, K. M., Fritze, S., Wilson, J. E., Sambataro, F., Fricchione, G. L., Meyer‐Lindenberg, A., Ungvari, G. S., et al. (2024) · Nature Reviews Disease Primers · doi:10.1038/s41572-024-00534-w · Cited by 89 · see citing works
Ciarrochi, J., Hayes, S. C., Oades, L. G., & Hofmann, S. G. (2022) · Frontiers in Psychology · doi:10.3389/fpsyg.2021.809362 · Cited by 95 · see citing works
Self-citationA process-based approach to cognitive behavioral therapy: A theory-based case illustration
Ong, C. W., Hayes, S. C., & Hofmann, S. G. (2022) · Frontiers in Psychology · doi:10.3389/fpsyg.2022.1002849 · Cited by 91 · see citing works
Self-citationMcCracken, L. M. (2023) · European Journal of Pain · doi:10.1002/ejp.2091 · Cited by 81 · see citing works
Ciarrochi, J., Sahdra, B., Hofmann, S. G., & Hayes, S. C. (2022) · Journal of Contextual Behavioral Science · doi:10.1016/j.jcbs.2022.02.001 · Cited by 77 · see citing works
Self-citationThe (In)flexible self: Psychopathology, mindfulness, and neuroscience
Giommi, F., Bauer, P. R., Berkovich‐Ohana, A., Barendregt, H. P., Brown, K. W., Gallagher, S., Nyklı́ček, I., Ostafin, B. D., Raffone, A., Slagter, H. A., et al. (2023) · International Journal of Clinical and Health Psychology · doi:10.1016/j.ijchp.2023.100381 · Cited by 78 · see citing works
Sanford, B. T., Ciarrochi, J., Hofmann, S. G., Chin, F. T., Gates, K. M., & Hayes, S. C. (2022) · Journal of Contextual Behavioral Science · doi:10.1016/j.jcbs.2022.05.006 · Cited by 62 · see citing works
Self-citationThe future of psychological treatments: The Marburg Declaration
Rief, W., Asmundson, G. J. G., Bryant, R. A., Clark, D. M., Ehlers, A., Holmes, E. A., McNally, R. J., Neufeld, C. B., Wilhelm, S., Jaroszewski, A. C., et al. (2024) · Clinical Psychology Review · doi:10.1016/j.cpr.2024.102417 · Cited by 54 · see citing works
Self-citationOng, C. W., Ciarrochi, J., Hofmann, S. G., Karekla, M., & Hayes, S. C. (2024) · Journal of Contextual Behavioral Science · doi:10.1016/j.jcbs.2024.100734 · Cited by 51 · see citing works
“…refer to the introductory article of this special issue for a detailed description)—makes this stance more explicit, by encouraging the ACT therapist to think about their techniques in terms of dimensions and levels of psychological functioning and evolution science principles (Hayes et al., 2020).”
BackgroundSelf-citationFerrari, M., Ciarrochi, J., Yap, K., Sahdra, B. K., & Hayes, S. C. (2022) · Mindfulness · doi:10.1007/s12671-022-01897-5 · Cited by 52 · see citing works
Self-citationDo we need a novel framework for classifying psychopathology? A discussion paper
Rief, W., Hofmann, S. G., Berg, M., Forbes, M. K., Pizzagalli, D. A., Zimmermann, J., Fried, E. I., & Reed, G. M. (2023) · Clinical Psychology in Europe · doi:10.32872/cpe.11699 · Cited by 49 · see citing works
Self-citationProcess-based therapy: A personalized approach to treatment
Moskow, D. M., Ong, C. W., Hayes, S. C., & Hofmann, S. G. (2023) · Journal of Experimental Psychopathology · doi:10.1177/20438087231152848 · Cited by 45 · see citing works
Self-citationHayes, S. C., & King, G. A. (2024) · Journal of Contextual Behavioral Science · doi:10.1016/j.jcbs.2024.100809 · Cited by 76 · see citing works
Self-citationPrioritization of Psychopathological Symptoms and Clinical Characterization in Psychiatric Diagnoses
Leucht, S., van Os, J., Jäger, M., & Davis, J. M. (2024) · JAMA Psychiatry · doi:10.1001/jamapsychiatry.2024.2652 · Cited by 48 · see citing works
A Personalised Approach to Identifying Important Determinants of Well-being
Ciarrochi, J., Sahdra, B. K., Hayes, S. C., Hofmann, S. G., Sanford, B., Stanton, C. E., Yap, K., Fraser, M. I., Gates, K. M., & Gloster, A. T. (2024) · Cognitive Therapy and Research · doi:10.1007/s10608-024-10486-w · Cited by 41 · see citing works
Self-citationFawson, S., Moon, Z., Novogrudsky, K., Moxham, F., Forster, K., Tribe, I., Moss-Morris, R., Johnson, C., & Hughes, L. D. (2024) · Health Psychology Review · doi:10.1080/17437199.2023.2261518 · Cited by 40 · see citing works
Clinical psychology is an applied evolutionary science
Hayes, S. C., Hofmann, S. G., & Wilson, D. S. (2020) · Clinical Psychology Review · doi:10.1016/j.cpr.2020.101892 · Cited by 45 · see citing works
Self-citationHayes, S. C., Hofmann, S. G., & Ciarrochi, J. (2023) · Behavior Therapy · doi:10.1016/j.beth.2023.07.011 · Cited by 37 · see citing works
Self-citationImplications of the Network Theory for the Treatment of Mental Disorders
Schumacher, L., Klein, J. P., Elsaeßer, M., Härter, M. C., Hautzinger, M., Schramm, E., & Kriston, L. (2023) · JAMA Psychiatry · doi:10.1001/jamapsychiatry.2023.2823 · Cited by 41 · see citing works
Ehring, T. W., Limburg, K., Kunze, A. E., Wittekind, C. E., Werner, G. G., Wolkenstein, L., Guzey, M., & Cludius, B. (2022) · Clinical Psychology Review · doi:10.1016/j.cpr.2022.102163 · Cited by 36 · see citing works
Elucidating the process-based emphasis in cognitive behavioral therapy
Ryum, T., & Kazantzis, N. (2024) · Journal of Contextual Behavioral Science · doi:10.1016/j.jcbs.2024.100819 · Cited by 35 · see citing works
Serrat, M., Sanabria‐Mazo, J. P., Almirall, M., Musté, M., Feliu‐Soler, A., Méndez-Ulrich, J. L., Sanz, A., & Luciano, J. V. (2020) · doi:10.31234/osf.io/kj8sp · Cited by 35 · see citing works
Schroder, H. S., Devendorf, A. R., & Zikmund‐Fisher, B. J. (2023) · Social Science & Medicine · doi:10.1016/j.socscimed.2023.115995 · Cited by 40 · see citing works
Psychological flexibility and cognitive-affective processes in young adults’ daily lives
Westhoff, M., Heshmati, S., Siepe, B. S., Vogelbacher, C., Ciarrochi, J., Hayes, S. C., & Hofmann, S. G. (2024) · Scientific Reports · doi:10.1038/s41598-024-58598-3 · Cited by 35 · see citing works
Self-citationFang, S., & Ding, D. (2023) · Journal of Contextual Behavioral Science · doi:10.1016/j.jcbs.2023.03.015 · Cited by 33 · see citing works
Edwards, D. J., & Lowe, R. (2021) · Frontiers in Psychology · doi:10.3389/fpsyg.2021.637802 · Cited by 34 · see citing works
Whitfield, H. J. (2021) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2021.727572 · Cited by 30 · see citing works
Baker, L. D., & Berghoff, C. R. (2022) · Journal of Contextual Behavioral Science · doi:10.1016/j.jcbs.2021.12.002 · Cited by 28 · see citing works
Measuring ACT in context: Challenges and future directions
Ong, C. W., Sheehan, K. G., & Haaga, D. A. F. (2023) · Journal of Contextual Behavioral Science · doi:10.1016/j.jcbs.2023.04.005 · Cited by 28 · see citing works
A Network Control Theory of Dynamic Systems Approach to Personalize Therapy
Hofmann, S. G. (2024) · Behavior Therapy · doi:10.1016/j.beth.2024.10.006 · Cited by 28 · see citing works
Self-citationEmotion dysregulation in relation to cannabis use and mental health among young adults
Weidberg, S. E., González‐Roz, A., Castaño, Y., & Secades‐Villa, R. (2023) · Addictive Behaviors · doi:10.1016/j.addbeh.2023.107757 · Cited by 27 · see citing works
Borges, L. M., Barnes, S. M., Farnsworth, J. K., Drescher, K. D., & Walser, R. D. (2022) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2022.910414 · Cited by 24 · see citing works
Co-occurring depression and obsessive-compulsive disorder: A dimensional network approach
Hellberg, S. N., Abramowitz, J. S., Ojalehto, H. J., Butcher, M. W., Buchholz, J. L., & Riemann, B. C. (2022) · Journal of Affective Disorders · doi:10.1016/j.jad.2022.08.101 · Cited by 22 · see citing works
The Utility of Research Domain Criteria in Diagnosis and Management of Dual Disorders: A Mini-Review
Hakak‐Zargar, B., Tamrakar, A., Voth, T., Sheikhi, A., Multani, J., & Schütz, C. G. (2022) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2022.805163 · Cited by 21 · see citing works
Keutler, M., & McHugh, L. (2021) · Journal of Contextual Behavioral Science · doi:10.1016/j.jcbs.2021.11.006 · Cited by 20 · see citing works
Eadeh, H.-M., Adamowicz, J. L., Markon, K., & Thomas, E. B. K. (2023) · Journal of Affective Disorders · doi:10.1016/j.jad.2022.10.004 · Cited by 18 · see citing works
Another failure of the latent disease model? The case of compulsive sexual behavior disorder •
Borgogna, N. C., & Aita, S. L. (2022) · Journal of Behavioral Addictions · doi:10.1556/2006.2022.00069 · Cited by 19 · see citing works
Westhoff, M., Berg, M., Reif, A., Rief, W., & Hofmann, S. G. (2024) · Cognitive Therapy and Research · doi:10.1007/s10608-024-10487-9 · Cited by 26 · see citing works
Self-citationPsychometric evaluation of the Swedish Multidimensional Psychological Flexibility Inventory (MPFI)
Tabrizi, F. F., Larsson, A. B., Grönvall, H., Söderstrand, L., Hallén, E., Champoux-Larsson, M.-F., Lundgren, T., Sundström, F., Lavefjord, A., Buhrman, M., et al. (2023) · Cognitive Behaviour Therapy · doi:10.1080/16506073.2022.2153077 · Cited by 18 · see citing works
A process-based approach to transtheoretical clinical research and training
Hofmann, S. G., & Hayes, S. C. (2024) · Clinical Psychology in Europe · doi:10.32872/cpe.11987 · Cited by 18 · see citing works
Self-citationHekmati, I., Abdollahpour Ranjbar, H., Ciarrochi, J., Laghaei, M., Rezaei Golezani, H., & Eskin, M. (2024) · Journal of Contextual Behavioral Science · doi:10.1016/j.jcbs.2023.100717 · Cited by 17 · see citing works
Self-citationSchulze, T., Hahn, E., Hahne, I., Bergmann, N., Fuchs, L. M., Mähler, F., Zierhut, M. M., Ta, T. M. T., Pijnenborg, G. H. M., & Böge, K. (2021) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2021.715670 · Cited by 17 · see citing works
Compassion Focused Therapy – What It Is, What It Targets, and the Evidence
Kirby, J. N., & Petrocchi, N. (2023) · Mindfulness in behavioral health · doi:10.1007/978-3-031-22348-8_23 · Cited by 17 · see citing works
Psychological Treatment of Exhaustion Due to Persistent Non-Traumatic Stress: A Scoping Review.
van de Leur, J. C., Jovicic, F., Åhslund, A., McCracken, L. M., & Buhrman, M. (2024) · International Journal of Behavioral Medicine · doi:10.1007/s12529-023-10185-y · Cited by 16 · see citing works
“…therapy adopts an idi-ographic perspective where treatment models should have explicit philosophical assumptions, be theoretically coherent and enable clinicians to select components to target established, evidence-based, and modifiable change processes tailored to specific individuals [122].”
BackgroundA Cognitive-Behavioral Formulation of Narcissistic Self-Esteem Dysregulation
Nook, E. C., Jaroszewski, A. C., Finch, E. F., & Choi-Kain, L. W. (2022) · FOCUS The Journal of Lifelong Learning in Psychiatry · doi:10.1176/appi.focus.20220055 · Cited by 17 · see citing works
Harte, C., Barnes‐Holmes, D., de Rose, J. C. C., Perez, W. F., & de Almeida, J. H. (2022) · Perspectives on Behavior Science · doi:10.1007/s40614-022-00363-w · Cited by 16 · see citing works
The compassion connection: Experience sampling insights into romantic attraction
Ciarrochi, J., Sahdra, B. K., Fraser, M. I., Hayes, S. C., Yap, K., & Gloster, A. T. (2024) · Journal of Contextual Behavioral Science · doi:10.1016/j.jcbs.2024.100749 · Cited by 16 · see citing works
Self-citationAre people with chronic pain more diverse than we think? An investigation of ergodicity
Sundström, F., Lavefjord, A., Buhrman, M., & McCracken, L. M. (2025) · Pain · doi:10.1097/j.pain.0000000000003573 · Cited by 16 · see citing works
O’Connor, M., O’Reilly, G., Murphy, E., Connaughton, L., Hoctor, E., & McHugh, L. (2022) · Behaviour Research and Therapy · doi:10.1016/j.brat.2022.104120 · Cited by 15 · see citing works
Angerer, F., Mennel, V., Grund, S., Mayer, A., Büscher, R., Sander, L., Cuijpers, P. J., Terhorst, Y., Baumeister, H., & Domhardt, M. (2024) · Journal of Affective Disorders · doi:10.1016/j.jad.2024.09.055 · Cited by 15 · see citing works
Robertson, A., & Thornton, C. (2021) · Journal of Eating Disorders · doi:10.1186/s40337-021-00460-2 · Cited by 15 · see citing works
When Average Isn't Good Enough: Identifying Meaningful Subgroups in Clinical Data
Gloster, A. T., Nadler, M., Block, V. J., Haller, E., Rubel, J. A., Benoy, C., Villanueva, J., Bader, K., Walter, M., Lang, U. E., et al. (2024) · Cognitive Therapy and Research · doi:10.1007/s10608-023-10453-x · Cited by 19 · see citing works
Self-citationThe Middle‐Out Approach to reconceptualizing, assessing, and analyzing traumatic stress reactions
Adams, S. W., Layne, C. M., Contractor, A. A., Allwood, M. A., Armour, C., Inslicht, S. S., & Maguen, S. (2023) · Journal of Traumatic Stress · doi:10.1002/jts.23005 · Cited by 12 · see citing works
Akbari, M., Kim, J. J., Seydavi, M., Enright, R. D., & Mohammadkhani, S. (2022) · Family Relations · doi:10.1111/fare.12682 · Cited by 13 · see citing works
Jo, D., Yang, Y., & Yang, E. (2024) · Cognitive Therapy and Research · doi:10.1007/s10608-024-10534-5 · Cited by 12 · see citing works
Edwards, D. J. (2023) · Frontiers in Psychology · doi:10.3389/fpsyg.2023.1150743 · Cited by 12 · see citing works
Mindfulness as a therapeutic option for obsessive-compulsive disorder
Reis, A., Westhoff, M., Quintarelli, H., & Hofmann, S. G. (2024) · Expert Review of Neurotherapeutics · doi:10.1080/14737175.2024.2365945 · Cited by 15 · see citing works
Self-citationMusanje, K., Kasujja, R., Camlin, C. S., Hooper, N., Hope-Bell, J., Sinclair, D. L., Kibanja, G. M., Mpirirwe, R., Kalyango, J. N., & Kamya, M. R. (2024) · PLoS ONE · doi:10.1371/journal.pone.0301988 · Cited by 10 · see citing works
Optimizing the predictive power of depression screenings using machine learning
Terhorst, Y., Sander, L., Ebert, D. D., & Baumeister, H. (2023) · Digital Health · doi:10.1177/20552076231194939 · Cited by 11 · see citing works
IReGNN: Implicit review-enhanced graph neural network for explainable recommendation
Hao, Q., Wang, C., Xiao, Y., & Zheng, W. (2025) · Knowledge-Based Systems · doi:10.1016/j.knosys.2025.113113 · Cited by 11 · see citing works
Psychological interventions for depression in children and adolescents: A bibliometric analysis
Wang, N., Kong, J.-Q., Bai, N., Zhang, H.-Y., & Yin, M. (2024) · World Journal of Psychiatry · doi:10.5498/wjp.v14.i3.467 · Cited by 7 · see citing works
Childhood emotional maltreatment and sensitivity to social rejection in emerging adults
Euteneuer, F., Lass‐Hennemann, J., Pfundmair, M., Salzmann, S., & Kuehl, L. K. (2023) · Child Abuse & Neglect · doi:10.1016/j.chiabu.2023.106604 · Cited by 11 · see citing works
Psychotherapeutic Interventions and Processes
Hofmann, S. G. (2022) · Cognitive and Behavioral Practice · doi:10.1016/j.cbpra.2022.02.001 · Cited by 10 · see citing works
Self-citationDetecting and managing non‐suicidal self‐damaging behaviors
Turner, B. J. (2022) · World Psychiatry · doi:10.1002/wps.21022 · Cited by 10 · see citing works
Moniz-Lewis, D. I. K., Carlon, H. A., Hebden, H. M., Tuchman, F. R., Votaw, V. R., Stein, E., & Witkiewitz, K. A. (2023) · Current Addiction Reports · doi:10.1007/s40429-023-00487-2 · Cited by 9 · see citing works
Musanje, K., Kamya, M. R., Kasujja, R., Vanderplasschen, W., Sinclair, D. L., Baluku, M. M., Odokonyero, R. F., Namisi, C. P., Mukisa, J., White, R. G., et al. (2024) · Journal of the International Association of Providers of AIDS Care (JIAPAC) · doi:10.1177/23259582241236260 · Cited by 9 · see citing works
Compassion Focused Therapy and Heart Rate Variability
Sherwell, C. S., & Kirby, J. N. (2024) · Oxford University Press eBooks · doi:10.1093/oso/9780198888727.003.0018 · Cited by 9 · see citing works
Hartmann, J., Bräscher, A., Forbush, K. T., Sellbom, M., Watson, D., & Witthöft, M. (2022) · Psychosomatic Medicine · doi:10.1097/psy.0000000000001105 · Cited by 9 · see citing works
Keenan, E., Morris, R. C., Vasiliou, V. S., & Thompson, A. R. (2023) · Journal of Health Psychology · doi:10.1177/13591053231216017 · Cited by 9 · see citing works
The use of psychological network analysis in informal dementia care: an empirical illustration
Gérain, P., Wawrziczny, É., & Antoine, P. (2022) · Aging & Mental Health · doi:10.1080/13607863.2022.2134294 · Cited by 9 · see citing works
Morroni, D., Konstantinou, P., Gkleka, C., Kassianos, A. P., & Karekla, M. (2025) · European Child & Adolescent Psychiatry · doi:10.1007/s00787-024-02500-z · Cited by 8 · see citing works
“…future of cogni - tive behavior therapy’ [36] and the use of evolutionary mod - els consisting of various dimensions (i.e., affect, cognition, attention, self, motivation, overt behavior) and levels (i.e., biophysiological, sociocultural) whilst also taking context into account [36, 37 ].”
Sebastião, R., & Neto, D. D. (2024) · Applied Psychology Health and Well-Being · doi:10.1111/aphw.12614 · Cited by 8 · see citing works
Meisel, S. N., Pielech, M., Magill, M., Sawyer, K., & Miranda, R. (2022) · Clinical Psychology Science and Practice · doi:10.1037/cps0000089 · Cited by 8 · see citing works
Cojocaru, C.-M., Popa, C. O., Schenk, A., Jakab, Z., Suciu, B. A., Olah, P., Popoviciu, H., & Szasz, S. (2024) · Behavioral Sciences · doi:10.3390/bs14040327 · Cited by 7 · see citing works
Perry, A., Gardener, C., Shieh, J., Hồ, Q. T., Doan, A., & Bhui, K. (2024) · Transcultural Psychiatry · doi:10.1177/13634615241228071 · Cited by 7 · see citing works
Maitland, D. W. M. (2024) · Journal of Contextual Behavioral Science · doi:10.1016/j.jcbs.2024.100750 · Cited by 6 · see citing works
Landi, G., Pakenham, K. I., Bao, Z., Cattivelli, R., Crocetti, E., Tossani, E., & Grandi, S. (2025) · Clinical Psychology Review · doi:10.1016/j.cpr.2025.102569 · Cited by 7 · see citing works
Domhardt, M., Mennel, V., Angerer, F., Grund, S., Mayer, A., Büscher, R., Sander, L., Cuijpers, P. J., Terhorst, Y., & Baumeister, H. (2025) · Behaviour Research and Therapy · doi:10.1016/j.brat.2025.104735 · Cited by 7 · see citing works
Perceived Parenting Style and Adolescent Self-Compassion: A Longitudinal, Within-Person Approach
Kaufmann, S., Ciarrochi, J., Yap, K., & Fraser, M. (2023) · Mindfulness · doi:10.1007/s12671-023-02232-2 · Cited by 6 · see citing works
Self-citationStefana, A., Marjanović, Z. J., & Dimitrijević, A. (2024) · Journal of Personality Assessment · doi:10.1080/00223891.2024.2326884 · Cited by 7 · see citing works
Belisle, J., Paliliunas, D., Catrone, R. G., Sickman, E., & Ramakrishnan, A. (2024) · The Psychological Record · doi:10.1007/s40732-024-00603-2 · Cited by 8 · see citing works
Personality and Pain Outcomes in Rheumatic Disease: The Mediating Role of Psychological Flexibility
Cojocaru, C.-M., Popa, C. O., Schenk, A., Marian, Ș., Marchean, H., Suciu, B. A., Szasz, S., Popoviciu, H., & Mureșan, S. (2024) · Healthcare · doi:10.3390/healthcare12111087 · Cited by 6 · see citing works
“In this context, the approaches used for psychological assessment and intervention in chronic pain could embrace a dimensional, process-based framework to enable long-term benefits.”
BackgroundOnline process-based training for perfectionism: A randomized trial
Ong, C. W., Lee, E. B., Levin, M. E., & Twohig, M. P. (2022) · Behaviour Research and Therapy · doi:10.1016/j.brat.2022.104152 · Cited by 6 · see citing works
Menzies, R. G., & Menzies, R. (2024) · Journal of Contextual Behavioral Science · doi:10.1016/j.jcbs.2024.100840 · Cited by 9 · see citing works
Nizri, H., Catz, O., Siman-Tov, Y., Farchi, M. U., & Levy‐Gigi, E. (2025) · Cognitive Therapy and Research · doi:10.1007/s10608-025-10605-1 · Cited by 6 · see citing works
Possible Futures for the Psychological Network Approach: Agenda for Clinical Scientists
Kashihara, J., Sugawara, D., Kunisato, Y., Takebayashi, Y., Nakajima, S., & Ito, M. (2024) · Japanese Psychological Research · doi:10.1111/jpr.12538 · Cited by 7 · see citing works
Hasebrook, J. P., Hecke, J., Volkert, T., Singer, M., Hinkelmann, J., Michalak, L., & Hahnenkamp, K. (2023) · Frontiers in Psychology · doi:10.3389/fpsyg.2023.1106501 · Cited by 6 · see citing works
Davis, C. H., Twohig, M. P., & Levin, M. E. (2024) · Cognitive Behaviour Therapy · doi:10.1080/16506073.2024.2346854 · Cited by 6 · see citing works
Azoulay, R., & Gilboa‐Schechtman, E. (2022) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2022.858304 · Cited by 6 · see citing works
Ciarrochi, J., Hayes, S. C., Hofmann, S. G., & Sahdra, B. K. (2021) · doi:10.31234/osf.io/2pbcf · Cited by 8 · see citing works
Self-citationMalkomsen, A., Røssberg, J. I., Dammen, T., Wilberg, T., Løvgren, A., Ulberg, R., & Evensen, J. H. (2024) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2024.1342950 · Cited by 5 · see citing works
Examining the Effects of Process-Based Therapy: A Multiple Baseline Study
Ong, C. W., Sheehan, K., Mann, A., & Fox, E. (2025) · Journal of Contextual Behavioral Science · doi:10.1016/j.jcbs.2025.100875 · Cited by 6 · see citing works
Zhou, Y., Wen, X., Han, S., Li, Y., Lv, Y., & Li, Q. S. (2025) · Acta Psychologica · doi:10.1016/j.actpsy.2025.104808 · Cited by 7 · see citing works
Mahmood, R., Khizar, U., Imtiaz, M., Adnan, H., Rehman, T., Engidaw, A. E., Naz, A., & Al-Halani, A. A. (2025) · Journal of Pharmaceutical Policy and Practice · doi:10.1080/20523211.2025.2450597 · Cited by 5 · see citing works
Fraser, M. I., Efthymiou, A., Adamski, D., Ciarrochi, J., Gloster, A. T., & Sahdra, B. K. (2025) · Mindfulness · doi:10.1007/s12671-025-02647-z · Cited by 5 · see citing works
Self-citation
- Authors
- Hayes, S. C., Hofmann, S. G., & Ciarrochi, J.
- Affiliations
- University of Nevada, Reno (US)
- Boston University (US)
- Australian Catholic University (AU)
- Corresponding author
- Hayes, Steven C.
- Venue
- Clinical Psychology Review
- Publisher
- Elsevier BV
- Published
- 2020-12
- Volume
- 82
- Pages
- 101908
- ISSN
- 0272-7358 (ISSN-L)
- PMC
- PMC7680437
- OpenAlex
- W3084039345
- Cited by
- 227
- References
- 126
- Citations by year
- 2026: 41 · 2025: 36 · 2024: 55 · 2023: 43 · 2022: 34 · 2021: 15 · 2020: 3
- FWCI
- 1.86
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Clinical Psychology Review (publishedVersion)
- PubMed (publishedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Institutes of Health
- Topics
- Social Sciences › Psychology › Clinical Psychology › Psychotherapy Techniques and Applications
- Social Sciences › Psychology › Clinical Psychology › Psychology and Mental Health
- Social Sciences › Psychology › Clinical Psychology › Personality Disorders and Psychopathology
- Keywords
- process-based therapy, psychodiagnosis, functional analytic approach, psychiatric classification, evolutionary psychology, evidence-based psychotherapy, treatment utility
- MeSH terms
- Clinical Protocols, Humans, Psychotherapy
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